Ventzeslav Valev

37 papers B 6C 3Misc 2Journal 9Unranked 17
YearRankTypeTitle / Venue / Authors
2025 conf
ICAISC (2)
Guangyi Chen, Adam Krzyzak, Ventzeslav Valev
2024 conf
ANNPR
Guang Yi Chen, Adam Krzyzak, Ventzeslav Valev
2023 conf
IWAIPR
Guang Yi Chen, Adam Krzyzak, Ventzeslav Valev
2022 conf
S+SSPR
Guangyi Chen, Adam Krzyzak, Ventzeslav Valev
2022 C conf
ICPRAM
Manuel S. Lazo-Cortés, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa, Ventzeslav Valev, Mohammad Amin Shamshiri, Adam Krzyzak
2020 B conf
ICPR
Nicola Yanev, Ventzeslav Valev, Karima Ben Suliman, Adam Krzyzak
2019 conf
CORES
Ventzeslav Valev, Nicola Yanev, Adam Krzyzak, Karima Ben Suliman
2019 J jnl
Pattern Recognit. Lett.
Nicola Yanev, Ventzeslav Valev, Adam Krzyzak, Karima Ben Suliman
2018 conf
S+SSPR
Ventzeslav Valev, Nicola Yanev, Adam Krzyzak, Karima Ben Suliman
2016 B conf
ICPR
Ventzeslav Valev, Nicola Yanev, Adam Krzyzak
2015 conf
HPCS
Vesna Zeljkovic, Claude Tameze, Darrin J. Pochan, Yingchao Chen, Ventzeslav Valev
2015 J jnl
Concurr. Comput. Pract. Exp.
Vesna Zeljkovic, Milena Bojic, Shengwei Zhao, Claude Tameze, Ventzeslav Valev
2014 conf
HPCS
Asai Asaithambi, Ventzeslav Valev, Adam Krzyzak, Vesna Zeljkovic
2014 J jnl
Pattern Recognit. Lett.
Ventzeslav Valev
2014 conf
HPCS
Vesna Zeljkovic, Du Zhang, Ventzeslav Valev, Zhongyu Zhang, Shengjie Zhu, Junjie Li
2014 conf
HPCS
Julián Ramos Cózar, Vesna Zeljkovic, José María González-Linares, Nicolás Guil, Milena Bojic, Ventzeslav Valev
2013 conf
HPCS
Julián Ramos Cózar, Vesna Zeljkovic, José María González-Linares, Nicolás Guil, Claude Tameze, Ventzeslav Valev
2013 J jnl
J. Circuits Syst. Comput.
Vesna Zeljkovic, Milena Bojic, Claude Tameze, Ventzeslav Valev
2013 conf
HPCS
Vesna Zeljkovic, Ventzeslav Valev, Claude Tameze, Milena Bojic
2012 conf
HPCS
Vesna Zeljkovic, Milena Bojic, Claude Tameze, Ventzeslav Valev
2012 B conf
ICPR
Ventzeslav Valev, Nicola Yanev
2011 conf
HPCS
Ventzeslav Valev
2004 J jnl
Pattern Recognit.
Asai Asaithambi, Ventzeslav Valev
2004 J jnl
Pattern Recognit.
Ventzeslav Valev, Bülent Sankur
2004 C conf
CIARP
Ventzeslav Valev
2004 J jnl
Pattern Recognit.
Ventzeslav Valev
2003 Misc conf
IRI
Ventzeslav Valev, Asai Asaithambi
2001 Misc conf
IRI
Asai Asaithambi, Ventzeslav Valev
2001 J jnl
Pattern Recognit. Lett.
Ventzeslav Valev, Asai Asaithambi
2000 B conf
ICPR
Ventzeslav Valev, Bülent Sankur, Petia Radeva
1998 conf
SSPR/SPR
Ventzeslav Valev
1996 B conf
ICPR
Ventzeslav Valev, Petia Radeva
1993 C conf
CAIP
Ventzeslav Valev
1992 conf
ICPR (2)
Ventzeslav Valev, Petia Radeva
1992 conf
Theoretical Foundations of Computer Vision
Ventzeslav Valev
1991 J jnl
Pattern Recognit.
Ventzeslav Valev, Jurey Ivanovich Zhuravlev
1988 B conf
ICPR
Ventzeslav Valev
redb/utils/sort_files_by_type.py
← Index redb/utils/sort_files_by_type.py python
import os
import sys
from collections import defaultdict
import tempfile
from magika import Magika
import py7zr
import pyzipper
import shutil

"""
This script is used to sort files by their type. 
It reads all the files in the provided directory and splits them into different 
directories based on their type. Mainly, it classifies the files into the following types:
- PE Binaries
- Mach-O Binaries
- ELF Binaries
- APK 
- Other Files

It outputs the count of files for each file extension and file type.

Command line example:
nohup python3 sort_files_by_type.py /mnt/samples/consilience/malware/vx-bazaar-expanded/Bazaar.2020.12 \
    /mnt/samples/consilience/malware/_sorted_samples/vx-bazaar/2020/ > \
    /mnt/samples/consilience/malware/ops-logs/20241014-SORT_FILES-bazaar_2020.12.output.log 2>&1 &
"""


def process_zip_file(filepath):
    print(f"[INFO] - Processing zip file: {filepath}")
    with tempfile.TemporaryDirectory() as temp_dir:
        try:
            with pyzipper.AESZipFile(filepath) as zf:
                zf.pwd = b"infected"
                filename = zf.namelist()[0]
                zf.extractall(temp_dir)
                extracted_zip_path = os.path.join(temp_dir, filename)
                return process_binary_file(extracted_zip_path)
        except Exception as e:
            print(f"[ERR] - Error processing zip file {filepath}: {str(e)}")
            return None


def process_7z_file(filepath):
    print(f"[INFO] - Processing 7z file: {filepath}")
    with tempfile.TemporaryDirectory() as temp_dir:
        try:
            with py7zr.SevenZipFile(filepath, mode="r", password="infected") as z:
                z.extractall(path=temp_dir)
                for root, _, files in os.walk(temp_dir):
                    for file in files:
                        extracted_file_path = os.path.join(root, file)
                        return process_binary_file(extracted_file_path)
        except Exception as e:
            print(f"[ERR] - Error processing 7z file {filepath}: {str(e)}")
            return None


def process_binary_file(filepath):
    print(f"[INFO] - Processing binary file: {filepath}")
    try:
        with open(filepath, "rb") as f:
            data = f.read(512 * 1024)  # 512KB
        return Magika().identify_bytes(data).output.ct_label
    except Exception as e:
        print(f"[ERR] - Error processing binary file {filepath}: {str(e)}")
        return "ERROR"


def count_file_extensions(path, dest_dir):
    # A defaultdict to store file extension counts
    extension_count = defaultdict(int)
    filetype_count = defaultdict(int)
    tot_files = 0

    # Walk through the directory
    for root, dirs, files in os.walk(path):
        for file in files:
            if file.startswith("."):
                continue

            tot_files += 1
            # Split the file extension from the file name
            _, ext = os.path.splitext(file)
            ext = ext.lower()

            # Count the extensions
            extension_count[ext] += 1
            filepath = os.path.join(root, file)
            filetype = ""

            if ext == ".7z":
                filetype = process_7z_file(filepath)
            elif ext == ".zip":
                filetype = process_zip_file(filepath)
            else:
                filetype = process_binary_file(filepath)

            filetype_count[filetype] += 1

            if filetype == "pebin":
                dest = os.path.join(dest_dir, "pebin")
                os.makedirs(dest, exist_ok=True)
                shutil.copy2(filepath, os.path.join(dest, file))
            elif filetype == "macho":
                dest = os.path.join(dest_dir, "macho")
                os.makedirs(dest, exist_ok=True)
                shutil.copy2(filepath, os.path.join(dest, file))
            elif filetype == "elf":
                dest = os.path.join(dest_dir, "elf")
                os.makedirs(dest, exist_ok=True)
                shutil.copy2(filepath, os.path.join(dest, file))
            elif filetype == "apk":
                dest = os.path.join(dest_dir, "apk")
                os.makedirs(dest, exist_ok=True)
                shutil.copy2(filepath, os.path.join(dest, file))
            else:
                dest = os.path.join(dest_dir, "other")
                os.makedirs(dest, exist_ok=True)
                shutil.copy2(filepath, os.path.join(dest, file))
            print(f"[STATUS] - Progres: {tot_files}/{len(files)} files processed")

    # Print the results
    # print("- File Extension Statistics:")
    # for ext, count in extension_count.items():
    #     if ext:  # To exclude files with no extension
    #         print(f"\t{ext}: {count} files")

    # if "" in extension_count:
    #     print(f'\t{extension_count[""]} files with no extension')

    print(f"- Total Number of Files: {tot_files}")
    print("\n- File Type Statistics:")
    for filetype, count in sorted(filetype_count.items()):
        print(f"\t{filetype:<15}{count:>8}")


if __name__ == "__main__":
    # Check if the path was passed as a command-line argument
    if len(sys.argv) != 3:
        print("Usage: python3 script.py <input_path> <dest_dir>")
        sys.exit(1)

    # Get the path from the command-line arguments
    input_path = sys.argv[1]
    dest_dir = sys.argv[2]

    # Check if the provided path is valid
    if not os.path.isdir(input_path):
        print(f"The path '{input_path}' is not a valid directory.")
        sys.exit(1)

    # Call the function to count file extensions
    count_file_extensions(input_path, dest_dir)